Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 184 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oxford-IIIT Pets

56.9Balanced Accuracy

3

Feb 26, 2026

EY with second-order extra features

72.6Accuracy

3

Feb 26, 2026

15.6Empirical Risk (Rs)

3

Feb 26, 2026

Terra-Incognita (test)

1.3Risk

3

Feb 26, 2026

Terra-Incognita (train)

0.41Risk

3

Feb 26, 2026

0.64Risk

3

Feb 26, 2026

12Risk

3

Feb 26, 2026

CLUES-Real 16 unseen classification tasks

61.9Accuracy

3

Feb 26, 2026

85.9Num Rules

3

Feb 26, 2026

CelebA Target: b, Sensitive: m v1 (test)

0.061Equality of Opportunity

3

Feb 26, 2026

CelebA Target: a, Sensitive: m v1 (test)

14.8Equal Opportunity

3

Feb 26, 2026

0.97Weighted F1

3

Feb 26, 2026

VisDA-C (traditional)

80.7Accuracy

3

Feb 26, 2026

Shuffled MNIST 100 tasks

85.4Accuracy

3

Feb 26, 2026

OfficeHome Real World (test)

30.89Accuracy

3

Feb 26, 2026

OfficeHome Clipart (test)

36.83Accuracy

3

Feb 26, 2026

OfficeHome Real World (C -> R) (test)

30.89Accuracy

3

Feb 26, 2026

OfficeHome Clipart (C -> C) (test)

36.83Accuracy

3

Feb 26, 2026

Small rice grain disease dataset (val)

0.093Validation Loss

3

Feb 26, 2026

Small rice grain disease dataset (train)

0.095Train Loss

3

Feb 26, 2026

CIFAR-10 with LSUN as OOD (test)

Multi-Task Curriculum Framework

86.65Test Accuracy

3

Feb 26, 2026

CIFAR-10 with TinyImageNet (TIN) as OOD (test)

Multi-Task Curriculum Framework

86.44Test Accuracy

3

Feb 26, 2026

0.9Error Rate

3

Feb 26, 2026

1Top-1 Count

3

Feb 26, 2026

Spherical MNIST non-rotated train and rotated test (N/R) level-4 mesh

69.99Accuracy

3

Feb 26, 2026

Page 184 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact